# Feed your agent clean web data

> What's the best tool for scraping web data for AI agents?

Agents are only as good as what they read. This job — crawl a site, strip the noise, hand back clean markdown — has one dominant tool, a stealthier alternative, and an MCP bridge that wires it straight into your coding agent.

A hand-picked shortlist from the Agent Search Engine index. Every pick is a real listing; the adoption, pricing, and activity figures are the index's live numbers. Browse on the web: https://agentsearchengine.app/use/feed-agents-web-data

## Recommended picks

### Best overall: firecrawl
- Open source · Infrastructure · 168k★ · TypeScript · AGPL-3.0 · active 3 days ago
- **Setup:** API or self-host
- **Why:** The standard for agent-ready web data — crawl, scrape, and convert to clean markdown. One of the most adopted projects in the entire index and moving fast.
- [listing](https://agentsearchengine.app/agents/firecrawl) · [official](https://firecrawl.dev)

### Stealth scraping: Scrapling
- Open source · Infrastructure · 75k★ · Python · BSD-3-Clause · active 8 days ago
- **Setup:** Self-host — pip install
- **Why:** Adaptive scraping built to survive site changes and bot detection — the strongest pick when the target sites actively resist automation.
- [listing](https://agentsearchengine.app/agents/scrapling) · [official](https://scrapling.readthedocs.io/en/latest/)

### For MCP clients: firecrawl-mcp-server
- Open source · MCP server · 7.3k★ · JavaScript · MIT · active 5 days ago
- **Setup:** Config entry in your MCP client
- **Why:** Firecrawl exposed as an MCP server — give Claude Code or Cursor web-scraping ability with a single config entry instead of writing integration code.
- [listing](https://agentsearchengine.app/agents/firecrawl-mcp-server) · [official](https://firecrawl.dev)

## What to watch for
Scraping has rules: respect robots.txt and site terms, rate-limit, and don't collect personal data. If the data feeds a product, check the source's licensing before it becomes a dependency you can't remove.

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Source: [Agent Search Engine](https://agentsearchengine.app) — more task-first guides: https://agentsearchengine.app/use